Triple

T19202741
Position Surface form Disambiguated ID Type / Status
Subject 2011 Wisconsin protests E480148 entity
Predicate relatedLegislation P3136 FINISHED
Object Wisconsin Budget Repair Bill — NE NERFINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Wisconsin Budget Repair Bill | Statement: [2011 Wisconsin protests, relatedLegislation, Wisconsin Budget Repair Bill]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Wisconsin Budget Repair Bill
Context triple: [2011 Wisconsin protests, relatedLegislation, Wisconsin Budget Repair Bill]
  • A. Wisconsin Budget Repair Bill chosen
    The Wisconsin Budget Repair Bill, formally known as Act 10, is a controversial 2011 Wisconsin law that significantly curtailed public-sector collective bargaining rights and sparked massive protests and national debate over labor policy.
  • B. Welfare reform in Wisconsin
    Welfare reform in Wisconsin was a pioneering state-level overhaul of public assistance programs in the 1990s, led by Governor Tommy Thompson, that became a national model for reducing welfare rolls and promoting work requirements.
  • C. Wisconsin Legislative Reference Bureau
    The Wisconsin Legislative Reference Bureau is a nonpartisan legislative service agency that provides legal, research, and information support to the Wisconsin Legislature and the public.
  • D. 2012 Wisconsin gubernatorial recall election
    The 2012 Wisconsin gubernatorial recall election was a rare midterm statewide vote in which Wisconsin voters attempted, but ultimately failed, to remove Governor Scott Walker from office over his controversial public-sector union reforms.
  • E. Gramm–Latta Budget
    The Gramm–Latta Budget was a landmark 1981 U.S. federal budget package that implemented President Ronald Reagan’s early economic agenda, featuring major tax cuts and reductions in domestic spending.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (2 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e8cb8c348190b52075823911c869 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5f99a571c8190a1d53eb1994e0058 completed April 20, 2026, 10:02 a.m.
Created at: April 10, 2026, 1:12 p.m.